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   <div id="projectbrief">Open-source tool for data selection in NLP</div>
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<a href="_xen_l_mken_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno">    1</span>&#160;</div><div class="line"><a name="l00009"></a><span class="lineno">    9</span>&#160;<span class="comment">/*  This file is part of the cross-entropy tool for data selection (XenC)</span></div><div class="line"><a name="l00010"></a><span class="lineno">   10</span>&#160;<span class="comment"> *  aimed at speech recognition and statistical machine translation.</span></div><div class="line"><a name="l00011"></a><span class="lineno">   11</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00012"></a><span class="lineno">   12</span>&#160;<span class="comment"> *  Copyright 2013-2016, Anthony Rousseau, LIUM, University of Le Mans, France</span></div><div class="line"><a name="l00013"></a><span class="lineno">   13</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00014"></a><span class="lineno">   14</span>&#160;<span class="comment"> *  Development of the XenC tool has been partially funded by the</span></div><div class="line"><a name="l00015"></a><span class="lineno">   15</span>&#160;<span class="comment"> *  European Commission under the MateCat project.</span></div><div class="line"><a name="l00016"></a><span class="lineno">   16</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00017"></a><span class="lineno">   17</span>&#160;<span class="comment"> *  The XenC tool is free software; you can redistribute it and/or modify it</span></div><div class="line"><a name="l00018"></a><span class="lineno">   18</span>&#160;<span class="comment"> *  under the terms of the GNU Lesser General Public License version 3 as</span></div><div class="line"><a name="l00019"></a><span class="lineno">   19</span>&#160;<span class="comment"> *  published by the Free Software Foundation</span></div><div class="line"><a name="l00020"></a><span class="lineno">   20</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00021"></a><span class="lineno">   21</span>&#160;<span class="comment"> *  This library is distributed in the hope that it will be useful, but WITHOUT</span></div><div class="line"><a name="l00022"></a><span class="lineno">   22</span>&#160;<span class="comment"> *  ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or</span></div><div class="line"><a name="l00023"></a><span class="lineno">   23</span>&#160;<span class="comment"> *  FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License</span></div><div class="line"><a name="l00024"></a><span class="lineno">   24</span>&#160;<span class="comment"> *  for more details.</span></div><div class="line"><a name="l00025"></a><span class="lineno">   25</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00026"></a><span class="lineno">   26</span>&#160;<span class="comment"> *  You should have received a copy of the GNU Lesser General Public License</span></div><div class="line"><a name="l00027"></a><span class="lineno">   27</span>&#160;<span class="comment"> *  along with this library; if not, write to the Free Software Foundation,</span></div><div class="line"><a name="l00028"></a><span class="lineno">   28</span>&#160;<span class="comment"> *  Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA</span></div><div class="line"><a name="l00029"></a><span class="lineno">   29</span>&#160;<span class="comment"> */</span></div><div class="line"><a name="l00030"></a><span class="lineno">   30</span>&#160;</div><div class="line"><a name="l00031"></a><span class="lineno">   31</span>&#160;<span class="preprocessor">#ifndef XENLMKEN_H_</span></div><div class="line"><a name="l00032"></a><span class="lineno">   32</span>&#160;<span class="preprocessor">#define XENLMKEN_H_</span></div><div class="line"><a name="l00033"></a><span class="lineno">   33</span>&#160;</div><div class="line"><a name="l00034"></a><span class="lineno"><a class="line" href="_xen_l_mken_8h.html#af772a4d6b8ca193fe9ba4bedc8dc4c83">   34</a></span>&#160;<span class="preprocessor">#define KENLM_MAX_ORDER 6</span></div><div class="line"><a name="l00035"></a><span class="lineno">   35</span>&#160;</div><div class="line"><a name="l00036"></a><span class="lineno">   36</span>&#160;<span class="preprocessor">#include &lt;boost/algorithm/string.hpp&gt;</span></div><div class="line"><a name="l00037"></a><span class="lineno">   37</span>&#160;<span class="preprocessor">#include &lt;boost/shared_array.hpp&gt;</span></div><div class="line"><a name="l00038"></a><span class="lineno">   38</span>&#160;<span class="preprocessor">#include &lt;boost/shared_ptr.hpp&gt;</span></div><div class="line"><a name="l00039"></a><span class="lineno">   39</span>&#160;<span class="preprocessor">#include &lt;boost/make_shared.hpp&gt;</span></div><div class="line"><a name="l00040"></a><span class="lineno">   40</span>&#160;<span class="preprocessor">#include &lt;boost/lexical_cast.hpp&gt;</span></div><div class="line"><a name="l00041"></a><span class="lineno">   41</span>&#160;</div><div class="line"><a name="l00042"></a><span class="lineno">   42</span>&#160;<span class="preprocessor">#include &quot;kenlm/lm/config.hh&quot;</span></div><div class="line"><a name="l00043"></a><span class="lineno">   43</span>&#160;<span class="preprocessor">#include &quot;kenlm/lm/model.hh&quot;</span></div><div class="line"><a name="l00044"></a><span class="lineno">   44</span>&#160;<span class="preprocessor">#include &quot;kenlm/lm/builder/output.hh&quot;</span></div><div class="line"><a name="l00045"></a><span class="lineno">   45</span>&#160;<span class="preprocessor">#include &quot;kenlm/lm/builder/pipeline.hh&quot;</span></div><div class="line"><a name="l00046"></a><span class="lineno">   46</span>&#160;<span class="preprocessor">#include &quot;kenlm/lm/lm_exception.hh&quot;</span></div><div class="line"><a name="l00047"></a><span class="lineno">   47</span>&#160;<span class="preprocessor">#include &quot;kenlm/lm/common/print.hh&quot;</span></div><div class="line"><a name="l00048"></a><span class="lineno">   48</span>&#160;<span class="preprocessor">#include &quot;kenlm/util/file.hh&quot;</span></div><div class="line"><a name="l00049"></a><span class="lineno">   49</span>&#160;<span class="preprocessor">#include &quot;kenlm/util/file_piece.hh&quot;</span></div><div class="line"><a name="l00050"></a><span class="lineno">   50</span>&#160;<span class="preprocessor">#include &quot;kenlm/util/usage.hh&quot;</span></div><div class="line"><a name="l00051"></a><span class="lineno">   51</span>&#160;</div><div class="line"><a name="l00052"></a><span class="lineno">   52</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="corpus_8h.html">corpus.h</a>&quot;</span></div><div class="line"><a name="l00053"></a><span class="lineno">   53</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="xenvocab_8h.html">xenvocab.h</a>&quot;</span></div><div class="line"><a name="l00054"></a><span class="lineno">   54</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="xenoption_8h.html">xenoption.h</a>&quot;</span></div><div class="line"><a name="l00055"></a><span class="lineno">   55</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="xenresult_8h.html">xenresult.h</a>&quot;</span></div><div class="line"><a name="l00056"></a><span class="lineno">   56</span>&#160;</div><div class="line"><a name="l00057"></a><span class="lineno">   57</span>&#160;</div><div class="line"><a name="l00058"></a><span class="lineno">   58</span>&#160;<span class="keyword">using namespace </span><a class="code" href="namespaceboost.html">boost</a>;</div><div class="line"><a name="l00059"></a><span class="lineno">   59</span>&#160;<span class="keyword">using namespace </span><a class="code" href="namespaceboost_1_1algorithm.html">boost::algorithm</a>;</div><div class="line"><a name="l00060"></a><span class="lineno">   60</span>&#160;<span class="keyword">using namespace </span><a class="code" href="namespaceboost_1_1filesystem.html">boost::filesystem</a>;</div><div class="line"><a name="l00061"></a><span class="lineno">   61</span>&#160;<span class="keyword">using namespace </span><a class="code" href="namespacelm.html">lm</a>;</div><div class="line"><a name="l00062"></a><span class="lineno">   62</span>&#160;<span class="keyword">using namespace </span><a class="code" href="namespacelm_1_1builder.html">lm::builder</a>;</div><div class="line"><a name="l00063"></a><span class="lineno">   63</span>&#160;</div><div class="line"><a name="l00064"></a><span class="lineno"><a class="line" href="struct_txt_stats.html">   64</a></span>&#160;<span class="keyword">struct </span><a class="code" href="struct_txt_stats.html">TxtStats</a> {</div><div class="line"><a name="l00065"></a><span class="lineno"><a class="line" href="struct_txt_stats.html#a564e984980716332fe9a12ed0e857e9b">   65</a></span>&#160;    <span class="keywordtype">float</span> <a class="code" href="struct_txt_stats.html#a564e984980716332fe9a12ed0e857e9b">prob</a>;</div><div class="line"><a name="l00066"></a><span class="lineno"><a class="line" href="struct_txt_stats.html#a55249cc7b60bacabdcbe0502be3c3c41">   66</a></span>&#160;    <span class="keywordtype">float</span> <a class="code" href="struct_txt_stats.html#a55249cc7b60bacabdcbe0502be3c3c41">zeroprobs</a>;</div><div class="line"><a name="l00067"></a><span class="lineno"><a class="line" href="struct_txt_stats.html#adedee2ffdd8f640146f21216dac4d6a3">   67</a></span>&#160;    uint64_t <a class="code" href="struct_txt_stats.html#adedee2ffdd8f640146f21216dac4d6a3">numwords</a>;</div><div class="line"><a name="l00068"></a><span class="lineno"><a class="line" href="struct_txt_stats.html#a2329c7815c74499622694e7deaef9624">   68</a></span>&#160;    uint64_t <a class="code" href="struct_txt_stats.html#a2329c7815c74499622694e7deaef9624">numoov</a>;</div><div class="line"><a name="l00069"></a><span class="lineno"><a class="line" href="struct_txt_stats.html#a1a323c2f4910f8824d0fa8ccd130b785">   69</a></span>&#160;    uint64_t <a class="code" href="struct_txt_stats.html#a1a323c2f4910f8824d0fa8ccd130b785">numsentences</a>;</div><div class="line"><a name="l00070"></a><span class="lineno">   70</span>&#160;};</div><div class="line"><a name="l00071"></a><span class="lineno">   71</span>&#160;</div><div class="line"><a name="l00078"></a><span class="lineno"><a class="line" href="class_xen_l_mken.html">   78</a></span>&#160;<span class="keyword">class </span><a class="code" href="class_xen_l_mken.html">XenLMken</a> {</div><div class="line"><a name="l00079"></a><span class="lineno">   79</span>&#160;<span class="keyword">public</span>:</div><div class="line"><a name="l00084"></a><span class="lineno">   84</span>&#160;    <a class="code" href="class_xen_l_mken.html">XenLMken</a>();</div><div class="line"><a name="l00085"></a><span class="lineno">   85</span>&#160;    </div><div class="line"><a name="l00093"></a><span class="lineno">   93</span>&#160;    <span class="keywordtype">void</span> initialize(boost::shared_ptr&lt;Corpus&gt; ptrCorp, boost::shared_ptr&lt;XenVocab&gt; ptrVoc);</div><div class="line"><a name="l00094"></a><span class="lineno">   94</span>&#160;    </div><div class="line"><a name="l00102"></a><span class="lineno">  102</span>&#160;    <span class="keywordtype">void</span> initialize(boost::shared_ptr&lt;XenFile&gt; ptrFile, boost::shared_ptr&lt;XenVocab&gt; ptrVoc);</div><div class="line"><a name="l00103"></a><span class="lineno">  103</span>&#160;    </div><div class="line"><a name="l00113"></a><span class="lineno">  113</span>&#160;    <span class="keywordtype">void</span> initialize(boost::shared_ptr&lt;XenResult&gt; ptrXenRes, boost::shared_ptr&lt;XenVocab&gt; ptrVoc, <span class="keywordtype">int</span> pc, std::string name = <span class="stringliteral">&quot;&quot;</span>);</div><div class="line"><a name="l00114"></a><span class="lineno">  114</span>&#160;    </div><div class="line"><a name="l00119"></a><span class="lineno">  119</span>&#160;    ~<a class="code" href="class_xen_l_mken.html">XenLMken</a>();</div><div class="line"><a name="l00120"></a><span class="lineno">  120</span>&#160;    </div><div class="line"><a name="l00127"></a><span class="lineno">  127</span>&#160;    <span class="keywordtype">int</span> createLM();</div><div class="line"><a name="l00128"></a><span class="lineno">  128</span>&#160;    </div><div class="line"><a name="l00135"></a><span class="lineno">  135</span>&#160;    <span class="keywordtype">int</span> loadLM();</div><div class="line"><a name="l00136"></a><span class="lineno">  136</span>&#160;    </div><div class="line"><a name="l00143"></a><span class="lineno">  143</span>&#160;    std::string getFileName() <span class="keyword">const</span>;</div><div class="line"><a name="l00144"></a><span class="lineno">  144</span>&#160;    </div><div class="line"><a name="l00152"></a><span class="lineno">  152</span>&#160;    <a class="code" href="struct_txt_stats.html">TxtStats</a> getSentenceStats(std::string sent);</div><div class="line"><a name="l00153"></a><span class="lineno">  153</span>&#160;    </div><div class="line"><a name="l00161"></a><span class="lineno">  161</span>&#160;    <a class="code" href="struct_txt_stats.html">TxtStats</a> getDocumentStats(boost::shared_ptr&lt;Corpus&gt; c);</div><div class="line"><a name="l00162"></a><span class="lineno">  162</span>&#160;    </div><div class="line"><a name="l00163"></a><span class="lineno">  163</span>&#160;<span class="keyword">private</span>:</div><div class="line"><a name="l00164"></a><span class="lineno">  164</span>&#160;    boost::shared_ptr&lt;Corpus&gt; ptrCorp;              </div><div class="line"><a name="l00165"></a><span class="lineno">  165</span>&#160;    boost::shared_ptr&lt;XenVocab&gt; ptrVoc;             </div><div class="line"><a name="l00166"></a><span class="lineno">  166</span>&#160;    boost::shared_ptr&lt;XenResult&gt; ptrXR;             </div><div class="line"><a name="l00167"></a><span class="lineno">  167</span>&#160;    lm::ngram::Config config;</div><div class="line"><a name="l00168"></a><span class="lineno">  168</span>&#160;    boost::shared_ptr&lt;lm::ngram::ProbingModel&gt; ptrMdl;</div><div class="line"><a name="l00169"></a><span class="lineno">  169</span>&#160;    <span class="keywordtype">char</span>* textFile;                                 </div><div class="line"><a name="l00170"></a><span class="lineno">  170</span>&#160;    <span class="keywordtype">char</span>* lmFile;                                   </div><div class="line"><a name="l00171"></a><span class="lineno">  171</span>&#160;    <span class="keywordtype">unsigned</span> order;                                 </div><div class="line"><a name="l00172"></a><span class="lineno">  172</span>&#160;    std::string mempc;</div><div class="line"><a name="l00173"></a><span class="lineno">  173</span>&#160;    std::string temp;</div><div class="line"><a name="l00174"></a><span class="lineno">  174</span>&#160;    <span class="keywordtype">int</span> pc;                                         </div><div class="line"><a name="l00175"></a><span class="lineno">  175</span>&#160;</div><div class="line"><a name="l00183"></a><span class="lineno">  183</span>&#160;    std::string makeLMname(<a class="code" href="class_xen_option.html">XenOption</a>* opt);</div><div class="line"><a name="l00184"></a><span class="lineno">  184</span>&#160;};</div><div class="line"><a name="l00185"></a><span class="lineno">  185</span>&#160;</div><div class="line"><a name="l00186"></a><span class="lineno">  186</span>&#160;<span class="preprocessor">#endif</span></div><div class="ttc" id="namespaceboost_html"><div class="ttname"><a href="namespaceboost.html">boost</a></div></div>
<div class="ttc" id="struct_txt_stats_html_a564e984980716332fe9a12ed0e857e9b"><div class="ttname"><a href="struct_txt_stats.html#a564e984980716332fe9a12ed0e857e9b">TxtStats::prob</a></div><div class="ttdeci">float prob</div><div class="ttdef"><b>Definition:</b> XenLMken.h:65</div></div>
<div class="ttc" id="struct_txt_stats_html_a2329c7815c74499622694e7deaef9624"><div class="ttname"><a href="struct_txt_stats.html#a2329c7815c74499622694e7deaef9624">TxtStats::numoov</a></div><div class="ttdeci">uint64_t numoov</div><div class="ttdef"><b>Definition:</b> XenLMken.h:68</div></div>
<div class="ttc" id="class_xen_l_mken_html"><div class="ttname"><a href="class_xen_l_mken.html">XenLMken</a></div><div class="ttdoc">Class handling KenLM estimation, loading, querying... </div><div class="ttdef"><b>Definition:</b> XenLMken.h:78</div></div>
<div class="ttc" id="struct_txt_stats_html_a55249cc7b60bacabdcbe0502be3c3c41"><div class="ttname"><a href="struct_txt_stats.html#a55249cc7b60bacabdcbe0502be3c3c41">TxtStats::zeroprobs</a></div><div class="ttdeci">float zeroprobs</div><div class="ttdef"><b>Definition:</b> XenLMken.h:66</div></div>
<div class="ttc" id="xenvocab_8h_html"><div class="ttname"><a href="xenvocab_8h.html">xenvocab.h</a></div><div class="ttdoc">Class handling a XenC vocabulary. </div></div>
<div class="ttc" id="struct_txt_stats_html_adedee2ffdd8f640146f21216dac4d6a3"><div class="ttname"><a href="struct_txt_stats.html#adedee2ffdd8f640146f21216dac4d6a3">TxtStats::numwords</a></div><div class="ttdeci">uint64_t numwords</div><div class="ttdef"><b>Definition:</b> XenLMken.h:67</div></div>
<div class="ttc" id="namespaceboost_1_1filesystem_html"><div class="ttname"><a href="namespaceboost_1_1filesystem.html">filesystem</a></div></div>
<div class="ttc" id="namespacelm_html"><div class="ttname"><a href="namespacelm.html">lm</a></div></div>
<div class="ttc" id="namespacelm_1_1builder_html"><div class="ttname"><a href="namespacelm_1_1builder.html">builder</a></div></div>
<div class="ttc" id="xenresult_8h_html"><div class="ttname"><a href="xenresult_8h.html">xenresult.h</a></div><div class="ttdoc">Class handling a XenC sorted result file for evaluation/best point. </div></div>
<div class="ttc" id="struct_txt_stats_html_a1a323c2f4910f8824d0fa8ccd130b785"><div class="ttname"><a href="struct_txt_stats.html#a1a323c2f4910f8824d0fa8ccd130b785">TxtStats::numsentences</a></div><div class="ttdeci">uint64_t numsentences</div><div class="ttdef"><b>Definition:</b> XenLMken.h:69</div></div>
<div class="ttc" id="corpus_8h_html"><div class="ttname"><a href="corpus_8h.html">corpus.h</a></div><div class="ttdoc">Class handling corpus-related functionalities. </div></div>
<div class="ttc" id="struct_txt_stats_html"><div class="ttname"><a href="struct_txt_stats.html">TxtStats</a></div><div class="ttdef"><b>Definition:</b> XenLMken.h:64</div></div>
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<div class="ttc" id="class_xen_option_html"><div class="ttname"><a href="class_xen_option.html">XenOption</a></div><div class="ttdoc">Singleton class handling XenC options accessors/mutators. </div><div class="ttdef"><b>Definition:</b> xenoption.h:46</div></div>
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